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knowaiser's Projects

carla_idrees icon carla_idrees

Deep Reinforcement Learning (PPO) in Autonomous Driving (Carla) [from scratch]

carla_pid icon carla_pid

A CARLA simulation environment integrated with a PID controller for lateral and longitudinal vehicle control

hra icon hra

This is the code from the paper titled: Hybrid Reward Architecture for Reinforcement Learning

jabrahrl icon jabrahrl

This is the repository with the programming tutorials for the reinforcement learning module

mosaic icon mosaic

Eclipse MOSAIC is a Multi-Domain and Multi-Scale Simulation Framework for Automated and Connected Mobility Scenarios.

muti-branch-ddpg-carla icon muti-branch-ddpg-carla

A tensorflow implemention of ECCV2018 Paper:CIRL: Controllable Imitative Reinforcement Learning for Vision-based Self-driving

physical_carla icon physical_carla

system capable of autonomously chasing another vehicle. Tested in CARLA and with RC cars.

pid-stanley-carla icon pid-stanley-carla

Lane Keeping Assist function by applying Stanley method for lateral control and PID controller for longitudinal control using Python on the Carla simulator. 🚗

pycarmaker icon pycarmaker

Class to control and read information from CarMaker (https://ipg-automotive.com/)

shap icon shap

A game theoretic approach to explain the output of any machine learning model.

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